The first dataset (WUZZUF) includes:
WuzzufJobPosts_Sample : a sample of jobs posted on WUZZUF during 2014-2016.
WuzzufApplicationsSample : the corresponding applications (Excluding some entries).
Note: The jobs are mainly in Egypt but other locations are included.
Note: This Exploration is only about WuzzufJobPosts_Sample dataset
The second dataset (timesData) includes: country:country of each university
teaching:university score for teaching (the learning environment)
international:university score international outlook (staff, students, research)
citations: university score for citations (research influence)
research:university score for research (volume, income and reputation)
income:university score for industry income (knowledge transfer)
total_score:total score for university, used to determine rank
num_students:number of students at the university
| world_rank | university_name | country | teaching | international | research | citations | income | total_score | num_students | student_staff_ratio | international_students | female_male_ratio | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Harvard University | United States of America | 99.7 | 72.4 | 98.7 | 98.8 | 34.5 | 96.1 | 20,152 | 8.9 | 25% | NaN | 2011 |
| 1 | 2 | California Institute of Technology | United States of America | 97.7 | 54.6 | 98.0 | 99.9 | 83.7 | 96.0 | 2,243 | 6.9 | 27% | 33 : 67 | 2011 |
| 2 | 3 | Massachusetts Institute of Technology | United States of America | 97.8 | 82.3 | 91.4 | 99.9 | 87.5 | 95.6 | 11,074 | 9.0 | 33% | 37 : 63 | 2011 |
| 3 | 4 | Stanford University | United States of America | 98.3 | 29.5 | 98.1 | 99.2 | 64.3 | 94.3 | 15,596 | 7.8 | 22% | 42 : 58 | 2011 |
| 4 | 5 | Princeton University | United States of America | 90.9 | 70.3 | 95.4 | 99.9 | - | 94.2 | 7,929 | 8.4 | 27% | 45 : 55 | 2011 |
| 5 | 6 | University of Cambridge | United Kingdom | 90.5 | 77.7 | 94.1 | 94.0 | 57.0 | 91.2 | 18,812 | 11.8 | 34% | 46 : 54 | 2011 |
| 6 | 6 | University of Oxford | United Kingdom | 88.2 | 77.2 | 93.9 | 95.1 | 73.5 | 91.2 | 19,919 | 11.6 | 34% | 46 : 54 | 2011 |
| 7 | 8 | University of California, Berkeley | United States of America | 84.2 | 39.6 | 99.3 | 97.8 | - | 91.1 | 36,186 | 16.4 | 15% | 50 : 50 | 2011 |
| 8 | 9 | Imperial College London | United Kingdom | 89.2 | 90.0 | 94.5 | 88.3 | 92.9 | 90.6 | 15,060 | 11.7 | 51% | 37 : 63 | 2011 |
| 9 | 10 | Yale University | United States of America | 92.1 | 59.2 | 89.7 | 91.5 | - | 89.5 | 11,751 | 4.4 | 20% | 50 : 50 | 2011 |